lopatnov
/

Text Classification
fastText
language-identification
How to use from the
Use from the
fastText library
from huggingface_hub import hf_hub_download
import fasttext

model = fasttext.load_model(hf_hub_download("lopatnov/glotlid", "model.bin"))

GlotLID Models for Lopatnov.Translate

This repository contains GlotLID models for the Lopatnov.Translate service. These files are mirrors of the original models from the cis-lmu/glotlid repository.

Configuration

To configure model for the service, please modify appsettings.json:

Example configuration:

{
  "Models": {
    "glotlid": {
      "Type": "FastText",
      "LabelFormat": "iso639-3", // GlotLID outputs ISO 639-3 codes
      "LabelPrefix": "__label__",
      "Path": "../../models/detect-lang/glotlid/model_v3.bin"
    }
  },
  "Translation": {
    "AutoDetect": "glotlid"
  }
}

Note: Make sure the Path correctly points to the location of your downloaded .bin files relative to application.

Documentation

For advanced configuration options, visit the Official Documentation.

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Datasets used to train lopatnov/glotlid